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HHS-Official
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medicare-geographic-variation-by-national-state-an

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '*' as a scalar of type double
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
                  arrays = [
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
                  cast_array_to_feature(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: '*' as a scalar of type double
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1433, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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YEAR int64	BENE_GEO_LVL string	BENE_GEO_DESC string	BENE_GEO_CD float64	BENE_AGE_LVL string	BENES_TOTAL_CNT string	BENES_WTH_PTAPTB_CNT string	BENES_FFS_CNT string	BENES_MA_CNT string	MA_PRTCPTN_RATE string	BENE_AVG_AGE string	BENE_FEML_PCT string	BENE_MALE_PCT string	BENE_RACE_WHT_PCT string	BENE_RACE_BLACK_PCT string	BENE_RACE_HSPNC_PCT string	BENE_RACE_OTHR_PCT string	BENE_DUAL_PCT string	BENE_AVG_RISK_SCRE string	TOT_MDCR_PYMT_AMT string	TOT_MDCR_STDZD_PYMT_AMT string	TOT_MDCR_PYMT_PC string	TOT_MDCR_STDZD_PYMT_PC string	IP_MDCR_PYMT_AMT string	IP_MDCR_PYMT_PCT string	IP_MDCR_PYMT_PC string	IP_MDCR_PYMT_PER_USER string	IP_MDCR_STDZD_PYMT_AMT string	IP_MDCR_STDZD_PYMT_PCT string	IP_MDCR_STDZD_PYMT_PC string	IP_MDCR_STDZD_PYMT_PER_USER string	BENES_IP_CVRD_STAY_CNT string	BENES_IP_PCT string	IP_CVRD_STAYS_PER_1000_BENES string	IP_CVRD_DAYS_PER_1000_BENES string	ACUTE_HOSP_READMSN_CNT string	ACUTE_HOSP_READMSN_PCT string	BENES_ER_VISITS_CNT string	ER_VISITS_PER_1000_BENES string	BENES_ER_VISITS_PCT string	OP_MDCR_PYMT_AMT string	OP_MDCR_PYMT_PCT string	OP_MDCR_PYMT_PC string	OP_MDCR_PYMT_PER_USER string	OP_MDCR_STDZD_PYMT_AMT string	OP_MDCR_STDZD_PYMT_PCT string	OP_MDCR_STDZD_PYMT_PC string	OP_MDCR_STDZD_PYMT_PER_USER string	BENES_OP_CNT string	BENES_OP_PCT string	OP_VISITS_PER_1000_BENES string	ASC_MDCR_PYMT_AMT string	ASC_MDCR_PYMT_PCT string	ASC_MDCR_PYMT_PC string	ASC_MDCR_PYMT_PER_USER string	ASC_MDCR_STDZD_PYMT_AMT string	ASC_MDCR_STDZD_PYMT_PCT string	ASC_MDCR_STDZD_PYMT_PC string	ASC_MDCR_STDZD_PYMT_PER_USER string	BENES_ASC_CNT string	BENES_ASC_PCT string	ASC_EVNTS_PER_1000_BENES string	SNF_MDCR_PYMT_AMT string	SNF_MDCR_PYMT_PCT string	SNF_MDCR_PYMT_PC string	SNF_MDCR_PYMT_PER_USER string	SNF_MDCR_STDZD_PYMT_AMT string	SNF_MDCR_STDZD_PYMT_PCT string	SNF_MDCR_STDZD_PYMT_PC string	SNF_MDCR_STDZD_PYMT_PER_USER string	BENES_SNF_CNT string	BENES_SNF_PCT string	SNF_CVRD_STAYS_PER_1000_BENES string	SNF_CVRD_DAYS_PER_1000_BENES string	IRF_MDCR_PYMT_AMT string	IRF_MDCR_PYMT_PCT string	IRF_MDCR_PYMT_PC string	IRF_MDCR_PYMT_PER_USER string	IRF_MDCR_STDZD_PYMT_AMT string	IRF_MDCR_STDZD_PYMT_PCT string	IRF_MDCR_STDZD_PYMT_PC string	IRF_MDCR_STDZD_PYMT_PER_USER string	BENES_IRF_CNT string	BENES_IRF_PCT string	IRF_CVRD_STAYS_PER_1000_BENES string	IRF_CVRD_DAYS_PER_1000_BENES string	LTCH_MDCR_PYMT_AMT string	LTCH_MDCR_PYMT_PCT string	LTCH_MDCR_PYMT_PC string	LTCH_MDCR_PYMT_PER_USER string	LTCH_MDCR_STDZD_PYMT_AMT string	LTCH_MDCR_STDZD_PYMT_PCT string	LTCH_MDCR_STDZD_PYMT_PC string	LTCH_MDCR_STDZD_PYMT_PER_USER string	BENES_LTCH_CNT string	BENES_LTCH_PCT string	LTCH_CVRD_STAYS_PER_1000_BENES string	LTCH_CVRD_DAYS_PER_1000_BENES string	HH_MDCR_PYMT_AMT string	HH_MDCR_PYMT_PCT string	HH_MDCR_PYMT_PC string	HH_MDCR_PYMT_PER_USER string	HH_MDCR_STDZD_PYMT_AMT string	HH_MDCR_STDZD_PYMT_PCT string	HH_MDCR_STDZD_PYMT_PC string	HH_MDCR_STDZD_PYMT_PER_USER string	BENES_HH_CNT string	BENES_HH_PCT string	HH_EPISODES_PER_1000_BENES string	HH_VISITS_PER_1000_BENES string	HOSPC_MDCR_PYMT_AMT string	HOSPC_MDCR_PYMT_PCT string	HOSPC_MDCR_PYMT_PC string	HOSPC_MDCR_PYMT_PER_USER string	HOSPC_MDCR_STDZD_PYMT_AMT string	HOSPC_MDCR_STDZD_PYMT_PCT string	HOSPC_MDCR_STDZD_PYMT_PC string	HOSPC_MDCR_STDZD_PYMT_PER_USER string	BENES_HOSPC_CNT string	BENES_HOSPC_PCT string	HOSPC_CVRD_STAYS_PER_1000_BENES string	HOSPC_CVRD_DAYS_PER_1000_BENES string	EM_MDCR_PYMT_AMT string	EM_MDCR_PYMT_PCT string	EM_MDCR_PYMT_PC string	EM_MDCR_PYMT_PER_USER string	EM_MDCR_STDZD_PYMT_AMT string	EM_MDCR_STDZD_PYMT_PCT string	EM_MDCR_STDZD_PYMT_PC string	EM_MDCR_STDZD_PYMT_PER_USER string	BENES_EM_CNT string	BENES_EM_PCT string	EM_EVNTS_PER_1000_BENES string	PRCDRS_MDCR_PYMT_AMT string	PRCDRS_MDCR_PYMT_PCT string	PRCDRS_MDCR_PYMT_PC string	PRCDRS_MDCR_PYMT_PER_USER string	PRCDRS_MDCR_STDZD_PYMT_AMT string	PRCDRS_MDCR_STDZD_PYMT_PCT string	PRCDRS_MDCR_STDZD_PYMT_PC string	PRCDRS_MDCR_STDZD_PYMT_PER_USER string	BENES_PRCDRS_CNT string	BENES_PRCDRS_PCT string	PRCDR_EVNTS_PER_1000_BENES string	TESTS_MDCR_PYMT_AMT string	TESTS_MDCR_PYMT_PCT string	TESTS_MDCR_PYMT_PC string	TESTS_MDCR_PYMT_PER_USER string	TESTS_MDCR_STDZD_PYMT_AMT string	TESTS_MDCR_STDZD_PYMT_PCT string	TESTS_MDCR_STDZD_PYMT_PC string	TESTS_MDCR_STDZD_PYMT_PER_USER string	BENES_TESTS_CNT string	BENES_TESTS_PCT string	TESTS_EVNTS_PER_1000_BENES string	IMGNG_MDCR_PYMT_AMT string	IMGNG_MDCR_PYMT_PCT string	IMGNG_MDCR_PYMT_PC string	IMGNG_MDCR_PYMT_PER_USER string	IMGNG_MDCR_STDZD_PYMT_AMT string	IMGNG_MDCR_STDZD_PYMT_PCT string	IMGNG_MDCR_STDZD_PYMT_PC string	IMGNG_MDCR_STDZD_PYMT_PER_USER string	BENES_IMGNG_CNT string	BENES_IMGNG_PCT string	IMGNG_EVNTS_PER_1000_BENES string	DME_MDCR_PYMT_AMT string	DME_MDCR_PYMT_PCT string	DME_MDCR_PYMT_PC string	DME_MDCR_PYMT_PER_USER string	DME_MDCR_STDZD_PYMT_AMT string	DME_MDCR_STDZD_PYMT_PCT string	DME_MDCR_STDZD_PYMT_PC string	DME_MDCR_STDZD_PYMT_PER_USER string	BENES_DME_CNT string	BENES_DME_PCT string	DME_EVNTS_PER_1000_BENES string	OP_DLYS_MDCR_PYMT_AMT string	OP_DLYS_MDCR_PYMT_PCT string	OP_DLYS_MDCR_PYMT_PC string	OP_DLYS_MDCR_PYMT_PER_USER string	OP_DLYS_MDCR_STDZD_PYMT_AMT string	OP_DLYS_MDCR_STDZD_PYMT_PCT string	OP_DLYS_MDCR_STDZD_PYMT_PC string	OP_DLYS_MDCR_STDZD_PYMT_PER_USER string	BENES_OP_DLYS_CNT string	BENES_OP_DLYS_PCT string	OP_DLYS_VISITS_PER_1000_BENES string	FQHC_RHC_MDCR_PYMT_AMT string	FQHC_RHC_MDCR_PYMT_PCT string	FQHC_RHC_MDCR_PYMT_PC string	FQHC_RHC_MDCR_PYMT_PER_USER string	FQHC_RHC_MDCR_STDZD_PYMT_AMT string	FQHC_RHC_MDCR_STDZD_PYMT_PCT string	FQHC_RHC_MDCR_STDZD_PYMT_PC string	FQHC_RHC_MDCR_STDZD_PYMT_PU string	BENES_FQHC_RHC_CNT string	BENES_FQHC_RHC_PCT string	FQHC_RHC_VISITS_PER_1000_BENES string	AMBLNC_MDCR_PYMT_AMT string	AMBLNC_MDCR_PYMT_PCT string	AMBLNC_MDCR_PYMT_PC string	AMBLNC_MDCR_PYMT_PER_USER string	AMBLNC_MDCR_STDZD_PYMT_AMT string	AMBLNC_MDCR_STDZD_PYMT_PCT string	AMBLNC_MDCR_STDZD_PYMT_PC string	AMBLNC_MDCR_STDZD_PYMT_PER_USER string	BENES_AMBLNC_CNT string	BENES_AMBLNC_PCT string	AMBLNC_EVNTS_PER_1000_BENES string	TRTMNTS_MDCR_PYMT_AMT string	TRTMNTS_MDCR_PYMT_PCT string	TRTMNTS_MDCR_PYMT_PC string	TRTMNTS_MDCR_PYMT_PER_USER string	TRTMNTS_MDCR_STDZD_PYMT_AMT string	TRTMNTS_MDCR_STDZD_PYMT_PCT string	TRTMNTS_MDCR_STDZD_PYMT_PC string	TRTMNTS_MDCR_STDZD_PYMT_PER_USER string	BENES_TRTMNTS_CNT string	BENES_TRTMNTS_PCT string	TRTMNTS_EVNTS_PER_1000_BENES string	PTB_OTHR_SRVCS_MDCR_PYMT_AMT string	PTB_OTHR_SRVCS_MDCR_STDZD_PYMT string	TOT_PBPMT_RDCTN_AMT null	TOT_PBPMT_RDCTN_PCC null	PQI03_DBTS_AGE_LT_65 string	PQI03_DBTS_AGE_65_74 string	PQI03_DBTS_AGE_GE_75 string	PQI05_COPD_ASTHMA_AGE_40_64 string	PQI05_COPD_ASTHMA_AGE_65_74 string	PQI05_COPD_ASTHMA_AGE_GE_75 string	PQI07_HYPRTNSN_AGE_LT_65 string	PQI07_HYPRTNSN_AGE_65_74 string	PQI07_HYPRTNSN_AGE_GE_75 string	PQI08_CHF_AGE_LT_65 string	PQI08_CHF_AGE_65_74 string	PQI08_CHF_AGE_GE_75 string	PQI11_BCTRL_PNA_AGE_LT_65 string	PQI11_BCTRL_PNA_AGE_65_74 string	PQI11_BCTRL_PNA_AGE_GE_75 string	PQI12_UTI_AGE_LT_65 string	PQI12_UTI_AGE_65_74 string	PQI12_UTI_AGE_GE_75 string	PQI15_ASTHMA_AGE_LT_40 string	PQI16_LWRXTRMTY_AMPUTN_AGE_LT_65 string	PQI16_LWRXTRMTY_AMPUTN_AGE_65_74 string	PQI16_LWRXTRMTY_AMPUTN_AGE_GE_75 string
2,014	National	National	null	All	56767775	49302821	33462969	15839852	0.3213	71	0.5505	0.4495	0.7993	0.0971	0.0584	0.0452	0.2148	1	326832715419	307544792475	9767	9190.6	108470702415	0.3319	3241.51	18525.95	87686002025	0.2851	2620.39	14976.09	5855068	0.175	281.6952	1523.5539	1562184	0.1808	22444440	670.7247	0.3151	44252969660	0.1354	1322.45	2077.64	43449098578	0.1413	1298.42	2039.9	21299598	0.6365	3989.5324	2926249032	0.009	87.45	887.56	2959871752	0.0096	88.45	897.76	3296947	0.0985	148.0517	26750774273	0.0818	799.41	15639.14	27715343487	0.0901	828.24	16203.05	1710502	0.0511	70.3809	1898.2778	6683380212	0.0204	199.72	20304.35	6620556635	0.0215	197.85	20113.49	329160	0.0098	10.9091	138.7271	4828839018	0.0148	144.3	42450.21	4979670185	0.0162	148.81	43776.17	113753	0.0034	3.8456	101.7857	16542043419	0.0506	494.34	5221.53	17278066874	0.0562	516.33	5453.86	3168046	0.0947	182.8676	3057.6218	10216912980	0.0313	305.32	11250.78	10408272182	0.0338	311.04	11461.5042	908107	0.0271	28.4807	1882.6736	31504935647	0.0964	941.49	1047.8	31953567297	0.1039	954.89	1062.72	30067810	0.8985	13601.0144	15996251729	0.0489	478.03	827.72	15872649052	0.0516	474.33	821.32	19325686	0.5775	2793.0567	8742579918	0.0267	261.26	338.17	8206150148	0.0267	245.23	317.42	25852391	0.7726	5987.5372	7550273111	0.0231	225.63	310.73	7576467248	0.0246	226.41	311.81	24298716	0.7261	4064.3647	6552945658	0.02	195.83	730.14	7281376170	0.0237	217.6	811.3	8974903	0.2682	1899.3495	8600840963	0.0263	257.03	23683.08	8643943272	0.0281	258.31	23801.76	363164	0.0109	1448.3442	1291549827	0.004	38.6	414.78	1401424024	0.0046	41.88	450.07	3113814	0.0931	418.6539	4711208340	0.0144	140.79	1011.92	4806773658	0.0156	143.64	1032.44	4655728	0.1391	421.7435	16576407938	0.0507	495.37	884.03	16018719785	0.0521	478.7	854.29	18750863	0.5603	2836.7589	4633851280	4686840102	null	null	735	203	223	1568	806	1104	131	77	166	1043	729	2160	686	499	1373	361	269	1120	286	147	50	47
2,014	National	National	null	<65	9286837	7824336	5867170	1957166	0.2501	51	0.4769	0.5231	0.6725	0.1978	0.0885	0.0412	0.5736	1.14	62967436001	59132868028	10732.16	10078.6	23664203770	0.3758	4033.33	22186.64	19275865723	0.326	3285.38	18072.3	1066597	0.1818	342.6015	2097.9874	405723	0.2269	6904471	1176.7975	0.4095	9328074341	0.1481	1589.88	2399.13	9232702581	0.1561	1573.62	2374.6	3888109	0.6627	4924.737	335382912	0.0053	57.16	938.62	348504080	0.0059	59.4	975.34	357315	0.0609	97.2978	2475501841	0.0393	421.92	15965.01	2555822190	0.0432	435.61	16483.01	155058	0.0264	38.9803	1036.2138	821167268	0.013	139.96	21109.16	823736157	0.0139	140.4	21175.19	38901	0.0066	7.4356	93.7873	1312783502	0.0208	223.75	44892.23	1369799910	0.0232	233.47	46841.98	29243	0.005	5.8161	160.4259	2148112913	0.0341	366.12	5342.75	2267737942	0.0383	386.51	5640.28	402061	0.0685	146.8705	2266.3471	544574578	0.0086	92.82	10399	567001734	0.0096	96.64	10827.2558	52368	0.0089	9.6295	556.0079	5864459650	0.0931	999.54	1168.88	6081348358	0.1028	1036.5	1212.11	5017164	0.8551	14779.0925	2396089138	0.0381	408.39	898.96	2426046440	0.041	413.5	910.2	2665406	0.4543	2207.3216	1807915318	0.0287	308.14	445.05	1675067212	0.0283	285.5	412.35	4062250	0.6924	5287.5741	1034124115	0.0164	176.26	276.93	1062346401	0.018	181.07	284.49	3734203	0.6365	3697.4061	1819367666	0.0289	310.09	1107.49	1967218724	0.0333	335.29	1197.48	1642792	0.28	2255.3845	4559217579	0.0724	777.07	24909.81	4597259379	0.0777	783.56	25117.66	183029	0.0312	4393.7665	400735371	0.0064	68.3	437.93	429520952	0.0073	73.21	469.39	915059	0.156	752.3337	1114643915	0.0177	189.98	1256.5	1145588324	0.0194	195.25	1291.38	887102	0.1512	575.4089	2732617171	0.0434	465.75	1100.09	2688108874	0.0455	458.16	1082.17	2484005	0.4234	2575.1633	608464953	619193047	null	null	735	null	null	1568	null	null	131	null	null	1043	null	null	686	null	null	361	null	null	286	147	null	null
2,014	National	National	null	>=65	47480938	41478485	27595799	13882686	0.3347	76	0.5661	0.4339	0.8263	0.0757	0.052	0.0461	0.1385	0.97	263865279419	248411924446	9561.79	9001.8	84806498645	0.3214	3073.17	17710.56	68410136302	0.2754	2479.01	14286.43	4788471	0.1735	268.7459	1401.4231	1156461	0.1687	15539969	563.1281	0.295	34924895319	0.1324	1265.59	2005.85	34216395997	0.1377	1239.91	1965.16	17411489	0.6309	3790.6977	2590866120	0.0098	93.89	881.36	2611367673	0.0105	94.63	888.33	2939632	0.1065	158.8426	24275272432	0.092	879.67	15606.65	25159521296	0.1013	911.72	16175.14	1555444	0.0564	77.057	2081.5621	5862212944	0.0222	212.43	20196.49	5796820478	0.0233	210.06	19971.2	290259	0.0105	11.6476	148.2817	3516055516	0.0133	127.41	41605.2	3609870275	0.0145	130.81	42715.3	84510	0.0031	3.4266	89.3182	14393930506	0.0546	521.6	5203.91	15010328933	0.0604	543.94	5426.76	2765985	0.1002	190.521	3225.8554	9672338402	0.0367	350.5	11302.91	9841270448	0.0396	356.62	11500.3178	855739	0.031	32.4886	2164.7372	25640475997	0.0972	929.14	1023.55	25872218939	0.1042	937.54	1032.8	25050646	0.9078	13350.542	13600162591	0.0515	492.83	816.32	13446602611	0.0541	487.27	807.11	16660280	0.6037	2917.5904	6934664600	0.0263	251.29	318.25	6531082936	0.0263	236.67	299.73	21790141	0.7896	6136.3571	6516148996	0.0247	236.13	316.86	6514120848	0.0262	236.05	316.77	20564513	0.7452	4142.3842	4733577992	0.0179	171.53	645.6	5314157446	0.0214	192.57	724.78	7332111	0.2657	1823.6526	4041623384	0.0153	146.46	22436.64	4046683893	0.0163	146.64	22464.73	180135	0.0065	822.115	890814455	0.0034	32.28	405.14	971903072	0.0039	35.22	442.02	2198755	0.0797	347.7098	3596564425	0.0136	130.33	954.34	3661185334	0.0147	132.67	971.49	3768626	0.1366	389.0726	13843790767	0.0525	501.66	851.04	13330610911	0.0537	483.07	819.5	16266858	0.5895	2892.377	4025386327	4067647054	null	null	null	203	223	null	806	1104	null	77	166	null	729	2160	null	499	1373	null	269	1120	null	null	50	47
2,014	State	AK	2	All	84573	71860	71383	477	0.0066	70	0.5032	0.4968	0.7443	0.0264	0.0247	0.2047	0.2381	0.81	614044121	465667228	8602.11	6523.5	247788515	0.4035	3471.25	25526.79	150890548	0.324	2113.82	15544.51	9707	0.136	194.8083	1092.543	1763	0.1371	39640	555.3143	0.2589	118565566	0.1931	1660.98	2841.46	101575157	0.2181	1422.96	2434.28	41727	0.5846	3881.8066	8574413	0.014	120.12	1291.91	7520210	0.0161	105.35	1133.07	6637	0.093	133.9955	24858708	0.0405	348.24	23495.94	21113686	0.0453	295.78	19956.23	1058	0.0148	17.5672	477.0603	5284638	0.0086	74.03	22392.53	4776308	0.0103	66.91	20238.59	236	0.0033	3.5022	43.7079	12246489	0.0199	171.56	73774.03	9847510	0.0211	137.95	59322.35	166	0.0023	2.4235	83.3112	10846931	0.0177	151.95	4588.38	9559327	0.0205	133.92	4043.71	2364	0.0331	50.082	700.5309	7978147	0.013	111.77	9287.71	7228415	0.0155	101.26	8414.9184	859	0.012	12.4259	643.6406	48811079	0.0795	683.79	826.42	39795174	0.0855	557.49	673.78	59063	0.8274	8236.737	30086284	0.049	421.48	979.66	24665195	0.053	345.53	803.14	30711	0.4302	1512.9653	10496539	0.0171	147.05	235.07	9336670	0.0201	130.8	209.1	44652	0.6255	3492.3301	13970304	0.0228	195.71	310.34	12200302.89	0.0262	170.91	271.02	45016	0.6306	3069.1201	8716014	0.0142	122.1	661.31	9078748	0.0195	127.18	688.83	13180	0.1846	1058.6414	13400839	0.0218	187.73	26536.31	12217882	0.0262	171.16	24193.83	505	0.0071	1075.6763	2313659	0.0038	32.41	362.13	2201862	0.0047	30.85	344.63	6389	0.0895	351.1761	14598311	0.0238	204.51	1872.54	12163951	0.0261	170.4	1560.28	7796	0.1092	234.1034	29855599	0.0486	418.25	981.06	26382629	0.0567	369.59	866.94	30432	0.4263	2202.4011	5652086	5113653	null	null	613	104	175	898	504	958	*	35	81	449	395	1222	622	366	1271	181	152	703	*	130	*	72
2,014	State	AK	2	<65	13294	11641	11578	63	0.0054	51	0.4604	0.5396	0.6263	0.0596	0.0342	0.2799	0.6498	1.01	122414115	94630103	10572.99	8173.27	47465318	0.3877	4099.61	28119.26	29903821	0.316	2582.81	17715.53	1688	0.1458	239.0741	1477.0254	449	0.1792	12377	1069.0102	0.3571	25965241	0.2121	2242.64	3440.93	22430310	0.237	1937.32	2972.48	7546	0.6518	5142.5117	1548678	0.0127	133.76	1553.34	1339650	0.0142	115.71	1343.68	997	0.0861	133.3564	2207481	0.018	190.66	20630.67	1941321	0.0205	167.67	18143.19	107	0.0092	10.7963	288.6508	360140	0.0029	31.11	21184.73	361030	0.0038	31.18	21237.08	17	0.0015	1.4683	18.6561	4336121	0.0354	374.51	81813.6	3479645	0.0368	300.54	65653.68	53	0.0046	4.8368	185.8698	1200042	0.0098	103.65	4687.66	1055875	0.0112	91.2	4124.51	256	0.0221	35.5847	452.6689	439864	0.0036	37.99	8299.32	405624	0.0043	35.03	7653.2792	53	0.0046	4.7504	216.445	10448835	0.0854	902.47	1111.22	8491251	0.0897	733.4	903.04	9403	0.8121	10835.8957	4727492	0.0386	408.32	1068.6	3828004	0.0405	330.63	865.28	4424	0.3821	1535.6711	2273789	0.0186	196.39	340.54	1967682	0.0208	169.95	294.7	6677	0.5767	3379.772	2087653	0.0171	180.31	315.07	1799936.24	0.019	155.46	271.65	6626	0.5723	3038.0031	2062715	0.0169	178.16	822.13	2143744	0.0227	185.16	854.42	2509	0.2167	1378.6492	7385620	0.0603	637.9	27455.84	6771086	0.0716	584.82	25171.32	269	0.0232	3649.7668	831896	0.0068	71.85	434.41	783284	0.0083	67.65	409.03	1915	0.1654	782.5186	2728211	0.0223	235.64	1697.7	2322840	0.0245	200.63	1445.45	1607	0.1388	337.364	5432590	0.0444	469.22	1560.19	4783032	0.0505	413.11	1373.65	3482	0.3007	2369.3211	912427	821966	null	null	613	null	null	898	null	null	*	null	null	449	null	null	622	null	null	181	null	null	*	130	null	null
2,014	State	AK	2	>=65	71279	60219	59805	414	0.0069	74	0.5115	0.4885	0.7671	0.0199	0.0228	0.1901	0.1584	0.77	491630006	371037125	8220.55	6204.12	200323197	0.4075	3349.61	24981.07	120986727	0.3261	2023.02	15087.51	8019	0.1341	186.2386	1018.1089	1314	0.1269	27263	455.8649	0.2399	92600325	0.1884	1548.37	2709.12	79144848	0.2133	1323.38	2315.46	34181	0.5715	3637.7393	7025735	0.0143	117.48	1245.7	6180560	0.0167	103.35	1095.84	5640	0.0943	134.1192	22651227	0.0461	378.75	23818.32	19172365	0.0517	320.58	20160.22	951	0.0159	18.878	513.5356	4924497	0.01	82.34	22486.29	4415278	0.0119	73.83	20161.09	219	0.0037	3.896	48.5578	7910368	0.0161	132.27	70003.25	6367865	0.0172	106.48	56352.79	113	0.0019	1.9564	63.4562	9646889	0.0196	161.31	4576.32	8503451	0.0229	142.19	4033.9	2108	0.0352	52.8886	748.516	7538283	0.0153	126.05	9352.71	6822791	0.0184	114.08	8465.0013	806	0.0135	13.9119	726.344	38362244	0.078	641.46	772.5	31303923	0.0844	523.43	630.36	49660	0.8304	7733.5507	25358792	0.0516	424.02	964.69	20837190	0.0562	348.42	792.68	26287	0.4395	1508.5695	8222749	0.0167	137.49	216.53	7368989	0.0199	123.22	194.05	37975	0.635	3514.1209	11882651	0.0242	198.69	309.52	10400366.65	0.028	173.9	270.91	38390	0.6419	3075.1442	6653299	0.0135	111.25	623.49	6935004	0.0187	115.96	649.89	10671	0.1784	996.6892	6015218	0.0122	100.58	25488.21	5446795	0.0147	91.08	23079.64	236	0.0039	577.343	1481762	0.003	24.78	331.19	1418577	0.0038	23.72	317.07	4474	0.0748	267.6699	11870100	0.0241	198.48	1917.94	9841112	0.0265	164.55	1590.1	6189	0.1035	214.1125	24423009	0.0497	408.38	906.23	21599597	0.0582	361.17	801.47	26950	0.4506	2170.0861	4739659	4291687	null	null	null	104	175	null	504	958	null	35	81	null	395	1222	null	366	1271	null	152	703	null	null	*	72
2,014	County	AK-Aleutians East	2,013	All	168	*	117	*	*	71	0.4359	0.5641	*	*	*	*	0.2308	0.76	710915	535507	6076.2	4576.98	266718	0.3752	2279.64	20516.78	159800	0.2984	1365.81	12292.33	13	0.1111	153.8462	1008.547	*	*	23	196.5812	0.0598	194362	0.2734	1661.22	2234.05	185399	0.3462	1584.61	2131.03	87	0.7436	4547.0085	24701	0.0347	211.12	1300.05	18012	0.0336	153.95	948	19	0.1624	230.7692	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	55928	0.0787	478.02	570.7	46571	0.087	398.04	475.21	98	0.8376	6794.8718	37908	0.0533	324	824.09	31235	0.0583	266.96	679.02	46	0.3932	1051.2821	11359	0.016	97.09	218.45	10171	0.019	86.93	195.59	52	0.4444	1427.3504	13723	0.0193	117.29	182.98	11649.29	0.0218	99.57	155.32	75	0.641	2641.0256	8148	0.0115	69.64	626.74	7094	0.0132	60.64	545.72	13	0.1111	401.7094	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	3921	0.0055	33.52	261.42	3087	0.0058	26.39	205.82	15	0.1282	341.8803	6782	6771	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Aleutians West	2,016	All	231	136	136	0	0	69	0.4779	0.5221	*	*	*	*	0.2721	0.71	1802175	1320866	13251.28	9712.25	729455	0.4048	5363.64	31715.43	449508	0.3403	3305.21	19543.82	23	0.1691	205.8824	1661.7647	*	*	27	198.5294	0.1397	265721	0.1474	1953.83	3321.51	246312	0.1865	1811.12	3078.9	80	0.5882	3485.2941	33961	0.0188	249.71	1617.19	24915	0.0189	183.2	1186.41	21	0.1544	242.6471	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	97330	0.054	715.66	993.16	76003	0.0575	558.85	775.54	98	0.7206	8816.1765	62480	0.0347	459.42	1201.55	49809	0.0377	366.24	957.87	52	0.3824	1294.1176	7665	0.0043	56.36	125.66	6447	0.0049	47.41	105.69	61	0.4485	1308.8235	31788	0.0176	233.74	412.83	27244.79	0.0206	200.33	353.83	77	0.5662	3492.6471	12917	0.0072	94.98	807.32	12268	0.0093	90.21	766.76	16	0.1176	500	*	*	*	*	*	*	*	*	*	*	*	9323	0.0052	68.55	258.98	11800	0.0089	86.77	327.79	36	0.2647	845.5882	154540	0.0858	1136.33	6719.15	84582	0.064	621.93	3677.5	23	0.1691	397.0588	36882	0.0205	271.19	1475.27	32117	0.0243	236.16	1284.7	25	0.1838	1250	10388	10286	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Anchorage	2,020	All	33247	27755	27578	177	0.0064	70	0.5261	0.4739	0.7175	0.0522	0.0395	0.1908	0.2493	0.85	234417077	183809287	8500.15	6665.07	93238248	0.3977	3380.89	24923.35	61090746	0.3324	2215.2	16330.06	3741	0.1357	194.8292	1186.9244	684	0.1385	16473	597.324	0.2712	34767567	0.1483	1260.7	2653.2	30477307	0.1658	1105.13	2325.8	13104	0.4752	2886.0686	4434678	0.0189	160.8	1199.21	3937476	0.0214	142.78	1064.76	3698	0.1341	192.0009	6433241	0.0274	233.27	17293.66	5763491	0.0314	208.99	15493.26	372	0.0135	16.0635	521.4301	2408853	0.0103	87.35	21507.61	2134426	0.0116	77.4	19057.38	112	0.0041	4.1337	50.6201	6553993	0.028	237.65	74477.19	5199179	0.0283	188.53	59081.58	88	0.0032	3.336	113.1337	4863337	0.0207	176.35	4397.23	4322888	0.0235	156.75	3908.58	1106	0.0401	56.3493	775.1469	4050247	0.0173	146.87	9020.6	3571637	0.0194	129.51	7954.6483	449	0.0163	16.7162	821.3431	21447888	0.0915	777.72	921.42	17296568	0.0941	627.19	743.08	23277	0.844	9212.9959	12531761	0.0535	454.41	999.26	10159800	0.0553	368.4	810.13	12541	0.4547	1646.131	4593155	0.0196	166.55	251.91	4151476	0.0226	150.54	227.69	18233	0.6611	4076.1477	6817062	0.0291	247.19	369.73	5991132.52	0.0326	217.24	324.93	18438	0.6686	3568.6417	3728503	0.0159	135.2	661.67	3902264	0.0212	141.5	692.5	5635	0.2043	1148.1616	8296087	0.0354	300.82	26336.79	7616455	0.0414	276.18	24179.22	315	0.0114	1632.1706	719838	0.0031	26.1	304.5	698774	0.0038	25.34	295.59	2364	0.0857	268.1485	2652228	0.0113	96.17	830.38	2577408	0.014	93.46	806.95	3194	0.1158	224.8169	14447385	0.0616	523.87	1122.48	12714713	0.0692	461.05	987.86	12871	0.4667	2626.5139	2433006	2203544	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Bethel	2,050	All	1311	*	1059	*	*	71	0.4958	0.5042	*	*	*	*	0.5722	0.73	11340625	7242803	10708.81	6839.29	5795407	0.511	5472.53	29720.04	2495231	0.3445	2356.21	12796.05	195	0.1841	288.9518	1486.3078	48	0.1574	57	53.8244	0.034	1970094	0.1737	1860.33	2522.53	1833230	0.2531	1731.1	2347.29	781	0.7375	4846.0812	173349	0.0153	163.69	1444.57	121325	0.0168	114.57	1011.04	120	0.1133	149.1974	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	563006	0.0496	531.64	680.78	437889	0.0605	413.49	529.49	827	0.7809	7348.4419	288297	0.0254	272.23	918.14	230124	0.0318	217.3	732.88	314	0.2965	800.7554	29184	0.0026	27.56	83.62	24360	0.0034	23	69.8	349	0.3296	728.9896	99518	0.0088	93.97	167.26	82362.81	0.0114	77.77	138.42	595	0.5619	2152.0302	52155	0.0046	49.25	704.8	50247	0.0069	47.45	679.02	74	0.0699	280.4533	*	*	*	*	*	*	*	*	*	*	*	8137	0.0007	7.68	198.46	8353	0.0012	7.89	203.72	41	0.0387	84.0415	901758	0.0795	851.52	6780.13	736735	0.1017	695.69	5539.36	133	0.1256	421.152	80906	0.0071	76.4	1108.3	71251	0.0098	67.28	976.03	73	0.0689	531.6336	63945	63090	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Bristol Bay	2,060	All	122	104	104	0	0	72	0.4231	0.5769	0.4712	0	0	0.5288	0.1731	0.78	1033123	691438	9933.87	6648.44	619052	0.5992	5952.42	56277.45	342608	0.4955	3294.3	31146.14	11	0.1058	201.9231	2250	*	*	*	*	*	111144	0.1076	1068.69	1949.9	94975	0.1374	913.22	1666.23	57	0.5481	2884.6154	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	58724	0.0568	564.65	699.09	45792	0.0662	440.31	545.15	84	0.8077	7432.6923	32999	0.0319	317.3	846.13	30204	0.0437	290.42	774.46	39	0.375	913.4615	8089	0.0078	77.78	137.11	7180	0.0104	69.04	121.69	59	0.5673	1903.8462	11313	0.011	108.78	185.47	9558.1	0.0138	91.9	156.69	61	0.5865	2182.6923	14299	0.0138	137.49	752.59	14809	0.0214	142.39	779.42	19	0.1827	1173.0769	0	0	0	0	0	0	0	0	0	0	0	8258	0.008	79.4	235.94	8375	0.0121	80.53	239.29	35	0.3365	894.2308	*	*	*	*	*	*	*	*	*	*	*	3737	0.0036	35.93	128.86	2929	0.0042	28.16	100.99	29	0.2788	471.1538	1669	1594	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Denali	2,068	All	205	182	182	0	0	70	0.4176	0.5824	*	*	*	*	0.0824	0.63	977623	781787	5371.56	4295.53	335491	0.3432	1843.36	23963.68	207026	0.2648	1137.5	14787.56	14	0.0769	93.4066	412.0879	*	*	54	296.7033	0.1758	159428	0.1631	875.98	1791.33	142479	0.1822	782.85	1600.89	89	0.489	1895.6044	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	83145	0.085	456.84	606.9	72034	0.0921	395.79	525.79	137	0.7527	5714.2857	58291	0.0596	320.28	971.52	51229	0.0655	281.48	853.81	60	0.3297	1197.8022	16507	0.0169	90.7	165.07	14600	0.0187	80.22	146	100	0.5495	2324.1758	25434	0.026	139.75	251.82	22595.7	0.0289	124.15	223.72	101	0.5549	2543.956	10125	0.0104	55.63	405.01	11299	0.0145	62.08	451.95	25	0.1374	686.8132	*	*	*	*	*	*	*	*	*	*	*	8368	0.0086	45.98	194.61	7729	0.0099	42.47	179.76	43	0.2363	489.011	*	*	*	*	*	*	*	*	*	*	*	29564	0.0302	162.44	379.03	23399	0.0299	128.57	299.99	78	0.4286	1796.7033	9193	8751	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Dillingham	2,070	All	441	*	352	*	*	71	0.4659	0.5341	*	*	*	*	0.5341	0.81	4084992	2714286	11605.09	7711.04	1707213	0.4179	4850.04	27987.1	820188	0.3022	2330.08	13445.7	61	0.1733	227.2727	1161.9318	*	*	30	85.2273	0.0511	681966	0.1669	1937.4	2335.5	477458	0.1759	1356.41	1635.13	292	0.8295	6517.0455	47907	0.0117	136.1	1197.68	34041	0.0125	96.71	851.03	40	0.1136	142.0455	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	158123	0.0387	449.21	534.2	125396	0.0462	356.24	423.63	296	0.8409	7045.4545	85459	0.0209	242.78	678.25	70517	0.026	200.33	559.66	126	0.358	1019.8864	15580	0.0038	44.26	145.6	12996	0.0048	36.92	121.45	107	0.304	903.4091	31964	0.0078	90.81	168.23	27113.68	0.01	77.03	142.7	190	0.5398	1968.75	16224	0.004	46.09	737.44	15341	0.0057	43.58	697.33	22	0.0625	332.3864	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	192585	0.0471	547.12	4186.63	169628	0.0625	481.9	3687.57	46	0.1307	295.4545	38176	0.0093	108.46	1004.64	35819	0.0132	101.76	942.6	38	0.108	400.5682	27911	27856	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Fairbanks North Star	2,090	All	9599	8204	8146	58	0.0071	70	0.4908	0.5092	0.8168	0.0306	0.0176	0.135	0.1844	0.77	61944766	45093236	7604.32	5535.63	26850153	0.4335	3296.12	29505.66	14365084	0.3186	1763.45	15785.81	910	0.1117	150.2578	820.7709	120	0.1077	4951	607.783	0.2599	11410451	0.1842	1400.74	2205.77	9797884	0.2173	1202.78	1894.04	5173	0.635	3762.4601	440564	0.0071	54.08	1372.47	412259	0.0091	50.61	1284.3	321	0.0394	50.0859	1363197	0.022	167.35	12982.83	1294972	0.0287	158.97	12333.07	105	0.0129	14.2401	412.7179	434361	0.007	53.32	27147.56	400198	0.0089	49.13	25012.35	16	0.002	2.2097	33.3906	*	*	*	*	*	*	*	*	*	*	*	*	1196109	0.0193	146.83	4513.62	1163797	0.0258	142.87	4391.69	265	0.0325	53.5232	812.7916	1365222	0.022	167.59	10342.59	1287370	0.0285	158.04	9752.8055	132	0.0162	16.9408	1017.0636	5512330	0.089	676.69	799.82	4560041	0.1011	559.79	661.64	6892	0.8461	8008.5932	3348296	0.0541	411.04	930.86	2762582	0.0613	339.13	768.02	3597	0.4416	1556.4694	977605	0.0158	120.01	209.83	834245	0.0185	102.41	179.06	4659	0.5719	2565.3081	1287189	0.0208	158.01	234.76	1077122.51	0.0239	132.23	196.45	5483	0.6731	3148.0481	750885	0.0121	92.18	510.11	790985	0.0175	97.1	537.35	1472	0.1807	914.4365	1283358	0.0207	157.54	26190.98	1230662	0.0273	151.08	25115.54	49	0.006	835.2566	248206	0.004	30.47	416.45	230105	0.0051	28.25	386.08	596	0.0732	310.8274	1179163	0.019	144.75	1500.21	965364	0.0214	118.51	1228.2	786	0.0965	220.108	2989930	0.0483	367.04	750.67	2700621	0.0599	331.53	678.04	3983	0.489	2196.7837	902447	835734	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Haines	2,100	All	531	*	469	*	*	71	0.5011	0.4989	*	*	*	*	0.1834	0.72	3616503	2944952	7711.09	6279.22	1095875	0.303	2336.62	20293.98	713228	0.2422	1520.74	13207.93	54	0.1151	153.5181	793.177	*	*	130	277.1855	0.1215	1110433	0.307	2367.66	2953.28	1061648	0.3605	2263.64	2823.53	376	0.8017	5861.4072	29537	0.0082	62.98	820.48	25342	0.0086	54.04	703.96	36	0.0768	98.081	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	252343	0.0698	538.04	662.32	210718	0.0716	449.29	553.07	381	0.8124	6980.8102	156470	0.0433	333.62	884.01	133154	0.0452	283.91	752.28	177	0.3774	1183.3689	46142	0.0128	98.38	195.52	41764	0.0142	89.05	176.97	236	0.5032	2445.629	53619	0.0148	114.33	232.11	47345.08	0.0161	100.95	204.96	231	0.4925	1848.6141	35953	0.0099	76.66	642.02	38879	0.0132	82.9	694.28	56	0.1194	628.9979	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	216137	0.0598	460.85	7204.58	167848	0.057	357.89	5594.95	30	0.064	206.823	109340	0.0302	233.13	911.17	96027	0.0326	204.75	800.22	120	0.2559	1437.1002	17825	16471	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Hoonah-Angoon	2,105	All	237	*	198	*	*	67	0.4545	0.5455	*	*	*	*	0.3535	0.67	1280641	1029576	6467.88	5199.88	416644	0.3253	2104.26	16665.76	237506	0.2307	1199.52	9500.23	25	0.1263	151.5152	1222.2222	*	*	39	196.9697	0.1414	455921	0.356	2302.63	3402.4	441127	0.4285	2227.92	3292	134	0.6768	5752.5253	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	61355	0.0479	309.87	468.36	50185	0.0487	253.46	383.09	131	0.6616	4813.1313	37423	0.0292	189	623.71	31000	0.0301	156.57	516.67	60	0.303	737.3737	8198	0.0064	41.4	112.3	7352	0.0071	37.13	100.71	73	0.3687	1085.8586	13329	0.0104	67.32	160.59	11460.16	0.0111	57.88	138.07	83	0.4192	1348.4848	7340	0.0057	37.07	611.71	7784	0.0076	39.31	648.67	12	0.0606	272.7273	0	0	0	0	0	0	0	0	0	0	0	6210	0.0048	31.37	258.77	5383	0.0052	27.19	224.28	24	0.1212	358.5859	128813	0.1006	650.57	5855.13	105383	0.1024	532.24	4790.15	22	0.1111	308.0808	22041	0.0172	111.32	512.58	18813	0.0183	95.02	437.52	43	0.2172	868.6869	5672	5940	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Juneau	2,110	All	4313	3708	3689	19	0.0051	70	0.5034	0.4966	0.7517	0.0084	0.0244	0.2155	0.2207	0.75	27671254	21850015	7501.02	5923.02	10060823	0.3636	2727.25	23022.48	6495608	0.2973	1760.8	14864.09	437	0.1185	177.826	1008.6744	91	0.1588	2144	581.1873	0.2562	6522926	0.2357	1768.21	2839.76	5894258	0.2698	1597.79	2566.07	2297	0.6227	4428.8425	287575	0.0104	77.95	1255.79	251377	0.0115	68.14	1097.72	229	0.0621	92.9791	1609924	0.0582	436.41	31567.14	1325148	0.0606	359.22	25983.29	51	0.0138	17.0778	413.9333	254444	0.0092	68.97	16962.92	245038	0.0112	66.42	16335.86	15	0.0041	4.0661	46.0829	*	*	*	*	*	*	*	*	*	*	*	*	571702	0.0207	154.97	4203.69	484891	0.0222	131.44	3565.37	136	0.0369	57.1971	854.4321	510396	0.0184	138.36	9815.31	468661	0.0214	127.04	9012.7062	52	0.0141	15.1803	828.6799	2273201	0.0822	616.21	709.05	1889078	0.0865	512.08	589.23	3206	0.8691	7949.3088	1259786	0.0455	341.5	755.27	1096153	0.0502	297.14	657.17	1668	0.4522	1424.7764	503785	0.0182	136.56	197.18	465710	0.0213	126.24	182.27	2555	0.6926	3697.2079	497661	0.018	134.9	216.47	432999.11	0.0198	117.38	188.34	2299	0.6232	2549.4714	295126	0.0107	80	637.42	308116	0.0141	83.52	665.48	463	0.1255	742.4776	472548	0.0171	128.1	27796.93	416474	0.0191	112.9	24498.49	17	0.0046	574.6815	21673	0.0008	5.87	344.01	21409	0.001	5.8	339.82	63	0.0171	56.3838	926757	0.0335	251.22	2340.3	687214	0.0315	186.29	1735.39	396	0.1073	257.5224	1014760	0.0367	275.08	534.93	870620	0.0398	236	458.95	1897	0.5142	2030.3605	245889	214361	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Kenai Peninsula	2,122	All	9786	8653	8596	57	0.0066	70	0.4838	0.5162	0.8925	0.0034	0.0105	0.0936	0.1902	0.78	72021036	55884160	8378.44	6501.18	26355464	0.3659	3066.01	21944.6	17718934	0.3171	2061.3	14753.48	1201	0.1397	198.8134	991.624	231	0.1438	5220	607.2592	0.2994	18674890	0.2593	2172.51	3079.63	15324947	0.2742	1782.8	2527.2	6064	0.7054	5121.2192	711191	0.0099	82.74	1481.65	641013	0.0115	74.57	1335.44	480	0.0558	79.1066	3927541	0.0545	456.9	23239.89	3153812	0.0564	366.89	18661.61	169	0.0197	23.9646	560.8422	341615	0.0047	39.74	22774.36	311726	0.0056	36.26	20781.71	15	0.0017	1.9777	24.6626	1174603	0.0163	136.65	73412.71	932354	0.0167	108.46	58272.11	16	0.0019	1.8613	72.2429	1197281	0.0166	139.28	4142.84	977037	0.0175	113.66	3380.75	289	0.0336	49.5579	507.7943	299832	0.0042	34.88	10708.29	271133	0.0049	31.54	9683.3204	28	0.0033	3.3737	187.7617	5125968	0.0712	596.32	734.59	4211627	0.0754	489.95	603.56	6978	0.8118	7275.9423	3812142	0.0529	443.48	1039.3	3102501	0.0555	360.92	845.83	3668	0.4267	1495.463	1162041	0.0161	135.18	211.2	1030410	0.0184	119.87	187.28	5502	0.6401	3545.7189	1332171	0.0185	154.98	265.58	1159541.34	0.0207	134.89	231.17	5016	0.5835	2711.1447	1262579	0.0175	146.88	724.79	1323274	0.0237	153.94	759.63	1742	0.2027	1240.926	1109768	0.0154	129.1	29204.42	896717	0.016	104.32	23597.82	38	0.0044	788.5063	503664	0.007	58.59	437.97	466043	0.0083	54.22	405.25	1150	0.1338	676.2448	1809617	0.0251	210.52	2061.07	1593877	0.0285	185.42	1815.35	878	0.1021	207.0731	2653328	0.0368	308.67	760.48	2274314	0.0407	264.58	651.85	3489	0.4059	1862.7268	567340	494901	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Ketchikan Gateway	2,130	All	2176	1907	1894	13	0.0068	71	0.5053	0.4947	*	*	*	*	0.2307	0.84	18947730	13735927	10004.08	7252.34	8270183	0.4365	4366.52	27567.28	5036013	0.3666	2658.93	16786.71	300	0.1584	233.3685	1287.2228	57	0.1414	1487	785.1109	0.3369	5532949	0.292	2921.3	3656.94	4397376	0.3201	2321.74	2906.4	1513	0.7988	8437.698	100679	0.0053	53.16	1059.78	91886	0.0067	48.51	967.22	95	0.0502	71.8057	570132	0.0301	301.02	12669.61	502996	0.0366	265.57	11177.69	45	0.0238	26.9271	616.6842	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	594910	0.0314	314.1	6537.47	466468	0.034	246.29	5126.02	91	0.048	89.2291	1582.8933	*	*	*	*	*	*	*	*	*	*	*	*	986313	0.0521	520.76	708.56	854259	0.0622	451.03	613.69	1392	0.735	6145.1954	580487	0.0306	306.49	876.87	534537	0.0389	282.23	807.46	662	0.3495	1193.2418	133988	0.0071	70.74	164.4	118034	0.0086	62.32	144.83	815	0.4303	1451.4256	154120	0.0081	81.37	193.13	146165.14	0.0106	77.17	183.16	798	0.4213	1713.3052	202683	0.0107	107.01	689.4	209602	0.0153	110.67	712.93	294	0.1552	913.4108	*	*	*	*	*	*	*	*	*	*	*	14564	0.0008	7.69	285.57	14861	0.0011	7.85	291.4	51	0.0269	74.9736	932765	0.0492	492.48	3657.9	578364	0.0421	305.37	2268.1	255	0.1346	376.452	239958	0.0127	126.69	374.35	209212	0.0152	110.46	326.38	641	0.3384	1112.4604	93103	86860	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Kodiak Island	2,150	All	1436	*	1183	*	*	70	0.4945	0.5055	*	*	*	*	0.2367	0.78	12548153	9057678	10607.06	7656.53	4735094	0.3774	4002.62	33112.55	2536473	0.28	2144.1	17737.57	143	0.1209	177.5148	1117.4979	38	0.1881	481	406.5934	0.2291	2423809	0.1932	2048.87	3249.07	1767574	0.1951	1494.15	2369.4	746	0.6306	4088.7574	124539	0.0099	105.27	1257.97	113431	0.0125	95.88	1145.77	99	0.0837	125.951	1610105	0.1283	1361.04	67087.7	1284295	0.1418	1085.63	53512.3	24	0.0203	22.8233	458.1572	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	637771	0.0508	539.11	687.25	522255	0.0577	441.47	562.78	928	0.7844	6671.175	374674	0.0299	316.71	1007.19	313836	0.0346	265.29	843.65	372	0.3145	1061.7075	120457	0.0096	101.82	151.52	111584	0.0123	94.32	140.36	795	0.672	3960.2705	146613	0.0117	123.93	211.26	124162.64	0.0137	104.96	178.91	694	0.5866	2630.6002	98071	0.0078	82.9	594.37	100757	0.0111	85.17	610.65	165	0.1395	780.2198	*	*	*	*	*	*	*	*	*	*	*	59109	0.0047	49.97	358.24	54851	0.0061	46.37	332.43	165	0.1395	584.9535	274904	0.0219	232.38	2805.15	227140	0.0251	192	2317.75	98	0.0828	196.9569	1433150	0.1142	1211.45	2568.37	1416130	0.1563	1197.07	2537.87	558	0.4717	1318.6813	43031	39759	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Lake and Peninsula	2,164	All	178	150	150	0	0	71	0.4667	0.5333	0.24	0	0	0.76	0.4133	0.83	1817952	1227576	12119.68	8183.84	1041628	0.573	6944.18	35918.19	552664	0.4502	3684.43	19057.39	29	0.1933	306.6667	1953.3333	*	*	22	146.6667	0.1	336679	0.1852	2244.53	3237.3	307085	0.2502	2047.23	2952.74	104	0.6933	5906.6667	58468	0.0322	389.79	2436.18	47045	0.0383	313.63	1960.21	24	0.16	213.3333	0	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	*	*	*	*	*	*	*	*	*	*	*	*	0	0	0	0	0	0	0	0	0	0	0	0	121425	0.0668	809.5	926.91	95832	0.0781	638.88	731.54	131	0.8733	10180	59660	0.0328	397.73	890.45	48137	0.0392	320.92	718.47	67	0.4467	1426.6667	7436	0.0041	49.58	97.85	5962	0.0049	39.74	78.44	76	0.5067	1493.3333	23476	0.0129	156.51	242.02	19306.85	0.0157	128.71	199.04	97	0.6467	3493.3333	17061	0.0094	113.74	1066.31	16118	0.0131	107.46	1007.4	16	0.1067	633.3333	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	*	89891	0.0494	599.28	3908.32	77055	0.0628	513.7	3350.21	23	0.1533	266.6667	21032	0.0116	140.21	725.23	19349	0.0158	129	667.22	29	0.1933	626.6667	9082	9081	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
2,014	County	AK-Matanuska-Susitna	2,170	All	11399	9911	9825	86	0.0087	69	0.4998	0.5002	0.9052	0.0098	0.0133	0.0717	0.2165	0.82	81974338	62491094	8343.44	6360.42	34038140	0.4152	3464.44	23869.66	21307783	0.341	2168.73	14942.34	1426	0.1451	207.6336	1041.8321	247	0.1293	5568	566.7176	0.2774	11941089	0.1457	1215.38	2179.83	10367511	0.1659	1055.22	1892.57	5478	0.5576	2563.257	1296331	0.0158	131.94	1634.72	1167400	0.0187	118.82	1472.13	793	0.0807	134.3511	1567706	0.0191	159.56	13399.19	1407126	0.0225	143.22	12026.72	117	0.0119	13.944	339.1348	773369	0.0094	78.71	21482.48	692020	0.0111	70.43	19222.78	36	0.0037	3.8677	44.3766	1859248	0.0227	189.24	74369.91	1498650	0.024	152.53	59946.01	25	0.0025	2.5445	92.9262	1707339	0.0208	173.78	5127.15	1511856	0.0242	153.88	4540.11	333	0.0339	54.3511	861.883	1204311	0.0147	122.58	8305.6	1096482	0.0175	111.6	7561.9428	145	0.0148	15.1654	713.9949	7825934	0.0955	796.53	929.11	6375606	0.102	648.92	756.93	8423	0.8573	9211.0941	4823510	0.0588	490.94	1061.28	3890690	0.0623	396	856.04	4545	0.4626	1724.3766	2235366	0.0273	227.52	313.47	1943818	0.0311	197.84	272.59	7131	0.7258	4529.0585	2518398	0.0307	256.33	380.48	2199809	0.0352	223.9	332.35	6619	0.6737	3341.0687	1612514	0.0197	164.12	727.34	1649505	0.0264	167.89	744.03	2217	0.2256	1440.8142	1207221	0.0147	122.87	26827.13	1112601	0.0178	113.24	24724.48	45	0.0046	735.8779	362681	0.0044	36.91	401.2	341830	0.0055	34.79	378.13	904	0.092	393.9949	1360590	0.0166	138.48	1328.7	1101399	0.0176	112.1	1075.58	1024	0.1042	209.3639	4774048	0.0582	485.91	1035.59	4057438	0.0649	412.97	880.14	4610	0.4692	2955.6234	866544	769569	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null

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Medicare Geographic Variation - by National, State & County

Description

The Medicare Geographic Variation by National, State & County dataset provides information on the geographic differences in the use and quality of health care services for the Original Medicare population. This dataset contains demographic, spending, use, and quality indicators at the state level (including the District of Columbia, Puerto Rico, and the Virgin Islands) and the county level.

Spending is standardized to remove geographic differences in payment rates for individual services as a source of variation. In general, total standardized per capita costs are less than actual per capita costs because the extra payments Medicare made to hospitals were removed, such as payments for medical education (both direct and indirect) and payments to hospitals that serve a disproportionate share of low-income patients. Standardization does not adjust for differences in beneficiaries’ health status.

Dataset Details

Publisher: Centers for Medicare & Medicaid Services
Temporal Coverage: 2023-01-01/2023-12-31
Last Modified: 2025-04-24
Contact: PDAG Data Products - OEDA (PDAG_Data_Products@cms.hhs.gov)

Source

Original data can be found at: https://data.cms.gov/summary-statistics-on-use-and-payments/medicare-geographic-comparisons/medicare-geographic-variation-by-national-state-county

Usage

You can load this dataset using:

from datasets import load_dataset
 dataset = load_dataset('HHS-Official/medicare-geographic-variation-by-national-state-an')

License

This dataset is licensed under https://www.usa.gov/government-works

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Total file size:

52.8 MB